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Current Trends in the Representation of Physical Processes in Weather and Climate Models

2019-01-31 Science
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Release : 2019-01-31
Genre : Science
Kind : eBook
Book Rating : 963/5 ( reviews)

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Book Synopsis Current Trends in the Representation of Physical Processes in Weather and Climate Models by : David A. Randall

Download or read book Current Trends in the Representation of Physical Processes in Weather and Climate Models written by David A. Randall. This book was released on 2019-01-31. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the development of physical parameterization over the last 2 to 3 decades and provides a roadmap for its future development. It covers important physical processes: convection, clouds, radiation, land-surface, and the orographic effect. The improvement of numerical models for predicting weather and climate at a variety of places and times has progressed globally. However, there are still several challenging areas, which need to be addressed with a better understanding of physical processes based on observations, and to subsequently be taken into account by means of improved parameterization. And this is all the more important since models are increasingly being used at higher horizontal and vertical resolutions. Encouraging debate on the cloud-resolving approach or the hybrid approach with parameterized convection and grid-scale cloud microphysics and its impact on models’ intrinsic predictability, the book offers a motivating reference guide for all researchers whose work involves physical parameterization problems and numerical models.

Current trends in the representation of physical processes in weather and climate models

2019
Download Current trends in the representation of physical processes in weather and climate models PDF Online Free

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Release : 2019
Genre :
Kind : eBook
Book Rating : 972/5 ( reviews)

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Book Synopsis Current trends in the representation of physical processes in weather and climate models by : Parthasarathi Mukhopadhyay

Download or read book Current trends in the representation of physical processes in weather and climate models written by Parthasarathi Mukhopadhyay. This book was released on 2019. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the development of physical parameterization over the last 2 to 3 decades and provides a roadmap for its future development. It covers important physical processes: convection, clouds, radiation, land-surface, and the orographic effect. The improvement of numerical models for predicting weather and climate at a variety of places and times has progressed globally. However, there are still several challenging areas, which need to be addressed with a better understanding of physical processes based on observations, and to subsequently be taken into account by means of improved parameterization. And this is all the more important since models are increasingly being used at higher horizontal and vertical resolutions. Encouraging debate on the cloud-resolving approach or the hybrid approach with parameterized convection and grid-scale cloud microphysics and its impact on models' intrinsic predictability, the book offers a motivating reference guide for all researchers whose work involves physical parameterization problems and numerical models.

Improving the Scientific Foundation for Atmosphere-Land-Ocean Simulations

2005-05-12 Science
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Release : 2005-05-12
Genre : Science
Kind : eBook
Book Rating : 09X/5 ( reviews)

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Book Synopsis Improving the Scientific Foundation for Atmosphere-Land-Ocean Simulations by : National Research Council

Download or read book Improving the Scientific Foundation for Atmosphere-Land-Ocean Simulations written by National Research Council. This book was released on 2005-05-12. Available in PDF, EPUB and Kindle. Book excerpt: The National Academies' Board on Atmospheric Sciences and Climate (BASC) held a workshop to explore and evaluate current efforts to model physical processes of coupled atmosphere-land-ocean (A-L-O) models. Numerical models of the atmosphere and ocean are central to weather prediction, research, and education. Although great strides have been made over the past few decades in understanding the atmosphere and ocean, modeling capabilities, and numerical A-L-O simulations, some unresolved processes in the models do not adequately represent knowledge of the underlying physics. Moreover, there is evidence that further progress in numerical simulations is being impeded by the slow pace of improvement in the representation of key physical processes in the models and the fact that geophysical flow models are not receiving the attention needed to make these tools more useful and accurate. These models often are used to predict future events, so it is imperative that their underlying physical processes be represented as robustly as possible. During the workshop, the parameterization of physical processes in A-L-O models was addressed, including associated errors, testing, and efforts to improve the use of parameterizations. Participants also examined intellectual and scientific challenges in modeling and highlighted the idea that some of the key impediments to progress in representing physical processes are primarily cultural in nature.

Downscaling Techniques for High-Resolution Climate Projections

2021-02-11 Science
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Release : 2021-02-11
Genre : Science
Kind : eBook
Book Rating : 062/5 ( reviews)

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Book Synopsis Downscaling Techniques for High-Resolution Climate Projections by : Rao Kotamarthi

Download or read book Downscaling Techniques for High-Resolution Climate Projections written by Rao Kotamarthi. This book was released on 2021-02-11. Available in PDF, EPUB and Kindle. Book excerpt: Downscaling is a widely used technique for translating information from large-scale climate models to the spatial and temporal scales needed to assess local and regional climate impacts, vulnerability, risk and resilience. This book is a comprehensive guide to the downscaling techniques used for climate data. A general introduction of the science of climate modeling is followed by a discussion of techniques, models and methodologies used for producing downscaled projections, and the advantages, disadvantages and uncertainties of each. The book provides detailed information on dynamic and statistical downscaling techniques in non-technical language, as well as recommendations for selecting suitable downscaled datasets for different applications. The use of downscaled climate data in national and international assessments is also discussed using global examples. This is a practical guide for graduate students and researchers working on climate impacts and adaptation, as well as for policy makers and practitioners interested in climate risk and resilience.

A National Strategy for Advancing Climate Modeling

2013-01-24 Science
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Release : 2013-01-24
Genre : Science
Kind : eBook
Book Rating : 770/5 ( reviews)

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Book Synopsis A National Strategy for Advancing Climate Modeling by : Division on Earth and Life Studies

Download or read book A National Strategy for Advancing Climate Modeling written by Division on Earth and Life Studies. This book was released on 2013-01-24. Available in PDF, EPUB and Kindle. Book excerpt: As climate change has pushed climate patterns outside of historic norms, the need for detailed projections is growing across all sectors, including agriculture, insurance, and emergency preparedness planning. A National Strategy for Advancing Climate Modeling emphasizes the needs for climate models to evolve substantially in order to deliver climate projections at the scale and level of detail desired by decision makers, this report finds. Despite much recent progress in developing reliable climate models, there are still efficiencies to be gained across the large and diverse U.S. climate modeling community. Evolving to a more unified climate modeling enterprise-in particular by developing a common software infrastructure shared by all climate researchers and holding an annual climate modeling forum-could help speed progress. Throughout this report, several recommendations and guidelines are outlined to accelerate progress in climate modeling. The U.S. supports several climate models, each conceptually similar but with components assembled with slightly different software and data output standards. If all U.S. climate models employed a single software system, it could simplify testing and migration to new computing hardware, and allow scientists to compare and interchange climate model components, such as land surface or ocean models. A National Strategy for Advancing Climate Modeling recommends an annual U.S. climate modeling forum be held to help bring the nation's diverse modeling communities together with the users of climate data. This would provide climate model data users with an opportunity to learn more about the strengths and limitations of models and provide input to modelers on their needs and provide a venue for discussions of priorities for the national modeling enterprise, and bring disparate climate science communities together to design common modeling experiments. In addition, A National Strategy for Advancing Climate Modeling explains that U.S. climate modelers will need to address an expanding breadth of scientific problems while striving to make predictions and projections more accurate. Progress toward this goal can be made through a combination of increasing model resolution, advances in observations, improved model physics, and more complete representations of the Earth system. To address the computing needs of the climate modeling community, the report suggests a two-pronged approach that involves the continued use and upgrading of existing climate-dedicated computing resources at modeling centers, together with research on how to effectively exploit the more complex computer hardware systems expected over the next 10 to 20 years.

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